---
title: "SIGIR 2021 — all accepted papers, page 2 — the most cited first"
description: "All 382 papers of SIGIR 2021 · page 2 of 4, the most cited first; those with our summary link to it."
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# SIGIR 2021: all accepted papers

382 papers · page 2 of 4 · the most cited first · [← SIGIR 2021](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2021/)

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101. **[TripClick: The Log Files of a Large Health Web Search Engine ↗](https://doi.org/10.1145/3404835.3463242)**Navid Rekabsaz, Oleg Lesota, Markus Schedl et al.*39 citations*
102. **[A Multilingual Dataset for Named Entity Recognition, Entity Linking and Stance Detection in Historical Newspapers ↗](https://doi.org/10.1145/3404835.3463255)**Ahmed Hamdi, Elvys Linhares Pontes, Emanuela Boroş et al.*38 citations*
103. **[PAN ↗](https://doi.org/10.1145/3404835.3462867)**Zhixiong Zeng, Shuai Wang, Nan Xu et al.*38 citations*
104. **[Simulating User Satisfaction for the Evaluation of Task-oriented Dialogue Systems ↗](https://doi.org/10.1145/3404835.3463241)**Weiwei Sun, Shuo Zhang, Krisztian Balog et al.*38 citations*
105. **[GemNN: Gating-enhanced Multi-task Neural Networks with Feature Interaction Learning for CTR Prediction ↗](https://doi.org/10.1145/3404835.3463116)**Hongliang Fei, Jingyuan Zhang, Xingxuan Zhou et al.*37 citations*
106. **[GilBERT: Generative Vision-Language Pre-Training for Image-Text Retrieval ↗](https://doi.org/10.1145/3404835.3462838)**Weixiang Hong, Kaixiang Ji, Jiajia Liu et al.*37 citations*
107. **[Variational Autoencoders for Top-K Recommendation with Implicit Feedback ↗](https://doi.org/10.1145/3404835.3462986)**Bahare Askari, Jaroslaw Szlichta, Amirali Salehi‐Abari*37 citations*
108. **[B-PROP ↗](https://doi.org/10.1145/3404835.3462869)**Xinyu Ma, Jiafeng Guo, Ruqing Zhang et al.*36 citations*
109. **[MSSM: A Multiple-level Sparse Sharing Model for Efficient Multi-Task Learning ↗](https://doi.org/10.1145/3404835.3463022)**Ke Ding, Xin Dong, Yong He et al.*36 citations*
110. **[This Is Not What We Ordered: Exploring Why Biased Search Result Rankings Affect User Attitudes on Debated Topics ↗](https://doi.org/10.1145/3404835.3462851)**Tim Draws, Nava Tintarev, Ujwal Gadiraju et al.*36 citations*
111. **[Intra-Document Cascading ↗](https://doi.org/10.1145/3404835.3462889)**Sebastian Hofstätter, Bhaskar Mitra, Hamed Zamani et al.*35 citations*
112. **[Pchatbot: A Large-Scale Dataset for Personalized Chatbot ↗](https://doi.org/10.1145/3404835.3463239)**Hongjin Qian, Xiaohe Li, Hanxun Zhong et al.*35 citations*
113. **[User-Centric Path Reasoning towards Explainable Recommendation ↗](https://doi.org/10.1145/3404835.3462847)**Chang-You Tai, Liang-Ying Huang, Chien-Kun Huang et al.*35 citations*
114. **[Policy-Gradient Training of Fair and Unbiased Ranking Functions ↗](https://doi.org/10.1145/3404835.3462953)**Himank Yadav, Zhengxiao Du, Thorsten Joachims*34 citations*
115. **[Retrieving Complex Tables with Multi-Granular Graph Representation Learning ↗](https://doi.org/10.1145/3404835.3462909)**Fei Wang, Kexuan Sun, Muhao Chen et al.*34 citations*
116. **[DEKR ↗](https://doi.org/10.1145/3404835.3462900)**Xianshuai Cao, Yuliang Shi, Han Yu et al.*33 citations*
117. **[Initiative-Aware Self-Supervised Learning for Knowledge-Grounded Conversations ↗](https://doi.org/10.1145/3404835.3462824)**Chuan Meng, Pengjie Ren, Zhumin Chen et al.*33 citations*
118. **[PTHash: Revisiting FCH Minimal Perfect Hashing ↗](https://doi.org/10.1145/3404835.3462849)**Giulio Ermanno Pibiri, Roberto Trani*33 citations*
119. **[SDG: A Simplified and Dynamic Graph Neural Network ↗](https://doi.org/10.1145/3404835.3463059)**Dongqi Fu, Jingrui He*33 citations*
120. **[AMM: Attentive Multi-field Matching for News Recommendation ↗](https://doi.org/10.1145/3404835.3463232)**Qi Zhang, Qinglin Jia, Chuyuan Wang et al.*32 citations*
121. **[Modeling Intent Graph for Search Result Diversification ↗](https://doi.org/10.1145/3404835.3462872)**Zhan Su, Zhicheng Dou, Yutao Zhu et al.*32 citations*
122. **[Privileged Graph Distillation for Cold Start Recommendation ↗](https://doi.org/10.1145/3404835.3462929)**Shuai Wang, Kun Zhang, Le Wu et al.*32 citations*
123. **[Current Challenges and Future Directions in Podcast Information Access ↗](https://doi.org/10.1145/3404835.3462805)**Rosie Jones, Hamed Zamani, Markus Schedl et al.*31 citations*
124. **[Hierarchically Modeling Micro and Macro Behaviors via Multi-Task Learning for Conversion Rate Prediction ↗](https://doi.org/10.1145/3404835.3463053)**Hong Wen, Jing Zhang, Fuyu Lv et al.*31 citations*
125. **[Meta-Inductive Node Classification across Graphs ↗](https://doi.org/10.1145/3404835.3462915)**Zhihao Wen, Yuan Fang, Zemin Liu*31 citations*
126. **[MetaP: Meta Pattern Learning for One-Shot Knowledge Graph Completion ↗](https://doi.org/10.1145/3404835.3463086)**Zhiyi Jiang, Jianliang Gao, Xinqi Lv*31 citations*
127. **[Mitigating Sentiment Bias for Recommender Systems ↗](https://doi.org/10.1145/3404835.3462943)**Chen Lin, Xinyi Liu, Guipeng Xv et al.*31 citations*
128. **[A Study of Defensive Methods to Protect Visual Recommendation Against Adversarial Manipulation of Images ↗](https://doi.org/10.1145/3404835.3462848)**Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia et al.*30 citations*
129. **[Adversarial-Enhanced Hybrid Graph Network for User Identity Linkage ↗](https://doi.org/10.1145/3404835.3462946)**Xiaolin Chen, Xuemeng Song, Guozhen Peng et al.*30 citations*
130. **[Cross-Graph Attention Enhanced Multi-Modal Correlation Learning for Fine-Grained Image-Text Retrieval ↗](https://doi.org/10.1145/3404835.3463031)**Yi He, Xin Liu, Yiu‐ming Cheung et al.*30 citations*
131. **[Deep Learning on Graphs for Natural Language Processing ↗](https://doi.org/10.1145/3404835.3462809)**Lingfei Wu, Yu Chen, Heng Ji et al.*30 citations*
132. **[HOOPS: Human-in-the-Loop Graph Reasoning for Conversational Recommendation ↗](https://doi.org/10.1145/3404835.3463247)**Zuohui Fu, Yikun Xian, Yaxin Zhu et al.*29 citations*
133. **[TIE: A Framework for Embedding-based Incremental Temporal Knowledge Graph Completion ↗](https://doi.org/10.1145/3404835.3462961)**Jiapeng Wu, Yishi Xu, Yingxue Zhang et al.*29 citations*
134. **[When Fair Ranking Meets Uncertain Inference ↗](https://doi.org/10.1145/3404835.3462850)**Avijit Ghosh, Ritam Dutt, Christo Wilson*29 citations*
135. **[Dual Unbiased Recommender Learning for Implicit Feedback ↗](https://doi.org/10.1145/3404835.3463118)**Jae-woong Lee, Seongmin Park, Jongwuk Lee*28 citations*
136. **[Group based Personalized Search by Integrating Search Behaviour and Friend Network ↗](https://doi.org/10.1145/3404835.3462918)**Yujia Zhou, Zhicheng Dou, Bingzheng Wei et al.*28 citations*
137. **[Retrieving Skill-Based Teams from Collaboration Networks ↗](https://doi.org/10.1145/3404835.3463105)**Radin Hamidi Rad, Ebrahim Bagheri A, Mehdi Kargar et al.*28 citations*
138. **[Vera: Prediction Techniques for Reducing Harmful Misinformation in Consumer Health Search ↗](https://doi.org/10.1145/3404835.3463120)**Ronak Pradeep, Xueguang Ma, Rodrigo Frassetto Nogueira et al.*28 citations*
139. **[A Test Collection for Ad-hoc Dataset Retrieval ↗](https://doi.org/10.1145/3404835.3463261)**Makoto P. Kato, Hiroaki Ohshima, Ying‐Hsang Liu et al.*27 citations*
140. **[Generalized Zero-shot Intent Detection via Commonsense Knowledge ↗](https://doi.org/10.1145/3404835.3462985)**A. B. Siddique, Fuad Jamour, Luxun Xu et al.*27 citations*
141. **[Leveraging Lead Bias for Zero-shot Abstractive News Summarization ↗](https://doi.org/10.1145/3404835.3462846)**Chenguang Zhu, Ziyi Yang, Robert Gmyr et al.*27 citations*
142. **[Unsupervised Extractive Text Summarization with Distance-Augmented Sentence Graphs ↗](https://doi.org/10.1145/3404835.3463111)**Jingzhou Liu, Dominic Hughes, Yiming Yang*27 citations*
143. **[WGCN: Graph Convolutional Networks with Weighted Structural Features ↗](https://doi.org/10.1145/3404835.3462834)**Yunxiang Zhao, Jianzhong Qi, Qingwei Liu et al.*27 citations*
144. **[Interpretable Graph Similarity Computation via Differentiable Optimal Alignment of Node Embeddings ↗](https://doi.org/10.1145/3404835.3462960)**Khoa D. Doan, Saurav Manchanda, Suchismit Mahapatra et al.*26 citations*
145. **[Wizard of Search Engine ↗](https://doi.org/10.1145/3404835.3462897)**Pengjie Ren, Zhongkun Liu, Xiaomeng Song et al.*26 citations*
146. **[DOZEN: Cross-Domain Zero Shot Named Entity Recognition with Knowledge Graph ↗](https://doi.org/10.1145/3404835.3463113)**Hoang-Van Nguyen, Francesco Gelli, Soujanya Poria*25 citations*
147. **[Investigating User Behavior in Legal Case Retrieval ↗](https://doi.org/10.1145/3404835.3462876)**Yunqiu Shao, Yueyue Wu, Yiqun Liu et al.*25 citations*
148. **[Learning Robust Dense Retrieval Models from Incomplete Relevance Labels ↗](https://doi.org/10.1145/3404835.3463106)**Prafull Prakash, Julian Killingback, Hamed Zamani*25 citations*
149. **[Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution ↗](https://doi.org/10.1145/3404835.3463062)**Qiuhao Lu, Thien Huu Nguyen, Dejing Dou*25 citations*
150. **[Stance Detection: Concepts, Approaches, Resources, and Outstanding Issues ↗](https://doi.org/10.1145/3404835.3462815)**Dilek Küçük, Fazlı Can*25 citations*
151. **[Targeted Attack and Defense for Deep Hashing ↗](https://doi.org/10.1145/3404835.3463233)**Xunguang Wang, Zheng Zhang, Guangming Lu et al.*25 citations*
152. **[xLightFM: Extremely Memory-Efficient Factorization Machine ↗](https://doi.org/10.1145/3404835.3462941)**Gangwei Jiang, Hao Wang, Jin Chen et al.*25 citations*
153. **[Joint Learning of Deep Retrieval Model and Product Quantization based Embedding Index ↗](https://doi.org/10.1145/3404835.3462988)**Han Zhang, Hongwei Shen, Yiming Qiu et al.*24 citations*
154. **[Passage Retrieval for Outside-Knowledge Visual Question Answering ↗](https://doi.org/10.1145/3404835.3462987)**Chen Qu, Hamed Zamani, Liu Yang et al.*24 citations*
155. **[RMBERT: News Recommendation via Recurrent Reasoning Memory Network over BERT ↗](https://doi.org/10.1145/3404835.3463234)**Qinglin Jia, Jingjie Li, Qi Zhang et al.*24 citations*
156. **[StackRec ↗](https://doi.org/10.1145/3404835.3462890)**Jiachun Wang, Fajie Yuan, Jian Chen et al.*24 citations*
157. **[Supporting Metacognition during Exploratory Search with the OrgBox ↗](https://doi.org/10.1145/3404835.3462955)**Anita Crescenzi, Austin R. Ward, Li Yan Yuan et al.*24 citations*
158. **[Conversational vs Traditional: Comparing Search Behavior and Outcome in Legal Case Retrieval ↗](https://doi.org/10.1145/3404835.3463064)**Bulou Liu, Yueyue Wu, Yiqun Liu et al.*23 citations*
159. **[FORM: Follow the Online Regularized Meta-Leader for Cold-Start Recommendation ↗](https://doi.org/10.1145/3404835.3462831)**Xuehan Sun, Tianyao Shi, Xiaofeng Gao et al.*23 citations*
160. **[ScaleFreeCTR: MixCache-based Distributed Training System for CTR Models with Huge Embedding Table ↗](https://doi.org/10.1145/3404835.3462976)**Huifeng Guo, Wei Guo, Yong Gao et al.*23 citations*
161. **[ECOM'21: The SIGIR 2021 Workshop on eCommerce ↗](https://doi.org/10.1145/3404835.3462820)**Surya Teja Kallumadi, Tracy Holloway King, Shervin Malmasi et al.*22 citations*
162. **[Learning Recommender Systems with Implicit Feedback via Soft Target Enhancement ↗](https://doi.org/10.1145/3404835.3462863)**Mingyue Cheng, Fajie Yuan, Qi Liu et al.*22 citations*
163. **[Learning a Fine-Grained Review-based Transformer Model for Personalized Product Search ↗](https://doi.org/10.1145/3404835.3462911)**Keping Bi, Qingyao Ai, W. Bruce Croft*22 citations*
164. **[On the Orthogonality of Bias and Utility in Ad hoc Retrieval ↗](https://doi.org/10.1145/3404835.3463110)**Amin Bigdeli, Negar Arabzadeh, Shirin Seyedsalehi et al.*22 citations*
165. **[Pseudo Siamese Network for Few-shot Intent Generation ↗](https://doi.org/10.1145/3404835.3462995)**Congying Xia, Caiming Xiong, Philip S. Yu*22 citations*
166. **[Deep Position-wise Interaction Network for CTR Prediction ↗](https://doi.org/10.1145/3404835.3463117)**Jianqiang Huang, Ke Hu, Qingtao Tang et al.*21 citations*
167. **[Graph Learning Regularization and Transfer Learning for Few-Shot Event Detection ↗](https://doi.org/10.1145/3404835.3463054)**Viet Dac Lai, Minh Nguyen, Thien Huu Nguyen et al.*21 citations*
168. **[Hybrid Fusion with Intra- and Cross-Modality Attention for Image-Recipe Retrieval ↗](https://doi.org/10.1145/3404835.3462965)**Jiao Li, Xing Xu, Wei Yu et al.*21 citations*
169. **[Improving Video Retrieval by Adaptive Margin ↗](https://doi.org/10.1145/3404835.3462927)**Feng He, Qi Wang, Zhifan Feng et al.*21 citations*
170. **[Partner Matters! An Empirical Study on Fusing Personas for Personalized Response Selection in Retrieval-Based Chatbots ↗](https://doi.org/10.1145/3404835.3462858)**Jia-Chen Gu, Hui Liu, Zhen-Hua Ling et al.*21 citations*
171. **[Privacy Protection in Deep Multi-modal Retrieval ↗](https://doi.org/10.1145/3404835.3462837)**Peng-Fei Zhang, Yang Li, Zi Helen Huang et al.*21 citations*
172. **[Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals ↗](https://doi.org/10.1145/3404835.3463011)**Yutao Zhu, Jian‐Yun Nie, Kun Zhou et al.*21 citations*
173. **[Unsupervised Proxy Selection for Session-based Recommender Systems ↗](https://doi.org/10.1145/3404835.3462958)**Junsu Cho, SeongKu Kang, Dongmin Hyun et al.*21 citations*
174. **[DAIR: A Query-Efficient Decision-based Attack on Image Retrieval Systems ↗](https://doi.org/10.1145/3404835.3462887)**Mingyang Chen, Junda Lu, Yi Wang et al.*20 citations*
175. **[Explicit Semantic Cross Feature Learning via Pre-trained Graph Neural Networks for CTR Prediction ↗](https://doi.org/10.1145/3404835.3463015)**Feng Li, Bencheng Yan, Qingqing Long et al.*20 citations*
176. **[GraphPAS: Parallel Architecture Search for Graph Neural Networks ↗](https://doi.org/10.1145/3404835.3463007)**Jiamin Chen, Jianliang Gao, Yibo Chen et al.*20 citations*
177. **[KeyBLD: Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval ↗](https://doi.org/10.1145/3404835.3463083)**Minghan Li, Éric Gaussier*20 citations*
178. **[Knowledge-based Review Generation by Coherence Enhanced Text Planning ↗](https://doi.org/10.1145/3404835.3462865)**Junyi Li, Wayne Xin Zhao, Zhicheng Wei et al.*20 citations*
179. **[ReadsRE: Retrieval-Augmented Distantly Supervised Relation Extraction ↗](https://doi.org/10.1145/3404835.3463103)**Yue Zhang, Hongliang Fei, Ping Li*20 citations*
180. **[Revisiting the Tag Relevance Prediction Problem ↗](https://doi.org/10.1145/3404835.3463019)**Denis Kotkov, Alexandr V. Maslov, Mats Neovius*20 citations*
181. **[Adapting Interactional Observation Embedding for Counterfactual Learning to Rank ↗](https://doi.org/10.1145/3404835.3462901)**Mouxiang Chen, Chenghao Liu, Jianling Sun et al.*19 citations*
182. **[Addressing Bias and Fairness in Search Systems ↗](https://doi.org/10.1145/3404835.3462807)**Ruoyuan Gao, Chirag Suresh Shah*19 citations*
183. **[Binary Neural Network Hashing for Image Retrieval ↗](https://doi.org/10.1145/3404835.3462896)**Wanqian Zhang, Dayan Wu, Yu Zhou et al.*19 citations*
184. **[Decoupling Representation and Regressor for Long-Tailed Information Cascade Prediction ↗](https://doi.org/10.1145/3404835.3463104)**Fan Zhou, Yu Liu, Xovee Xu et al.*19 citations*
185. **[Set2setRank ↗](https://doi.org/10.1145/3404835.3462886)**Lei Chen, Le Wu, Kun Zhang et al.*19 citations*
186. **[Towards a Better Tradeoff between Effectiveness and Efficiency in Pre-Ranking: A Learnable Feature Selection based Approach ↗](https://doi.org/10.1145/3404835.3462979)**Xu Ma, Pengjie Wang, Hui Min Zhao et al.*19 citations*
187. **[Answering Any-hop Open-domain Questions with Iterative Document Reranking ↗](https://doi.org/10.1145/3404835.3462853)**Yuyu Zhang, Ping Nie, Arun Ramamurthy et al.*18 citations*
188. **[Automated Graph Learning via Population Based Self-Tuning GCN ↗](https://doi.org/10.1145/3404835.3463056)**Ronghang Zhu, Zhiqiang Tao, Yaliang Li et al.*18 citations*
189. **[CIFDM: Continual and Interactive Feature Distillation for Multi-Label Stream Learning ↗](https://doi.org/10.1145/3404835.3463096)**Yigong Wang, Zhuoyi Wang, Yu Lin et al.*18 citations*
190. **[CopyCat: Near-Duplicates Within and Between the ClueWeb and the Common Crawl ↗](https://doi.org/10.1145/3404835.3463246)**Maik Fröbe, Janek Bevendorff, Lukas Gienapp et al.*18 citations*
191. **[Does BERT Pay Attention to Cyberbullying? ↗](https://doi.org/10.1145/3404835.3463029)**Fatma Elsafoury, Stamos Katsigiannis, Steven R. Wilson et al.*18 citations*
192. **[Looking at CTR Prediction Again: Is Attention All You Need? ↗](https://doi.org/10.1145/3404835.3462936)**Yuan Cheng, Yanbo Xue*18 citations*
193. **[Multi-Modal Supplementary-Complementary Summarization using Multi-Objective Optimization ↗](https://doi.org/10.1145/3404835.3462877)**Anubhav Jangra, Sriparna Saha, Adam Jatowt et al.*18 citations*
194. **[Not All Relevance Scores are Equal: Efficient Uncertainty and Calibration Modeling for Deep Retrieval Models ↗](https://doi.org/10.1145/3404835.3462951)**Daniel Cohen, Bhaskar Mitra, Oleg Lesota et al.*18 citations*
195. **[UGRec: Modeling Directed and Undirected Relations for Recommendation ↗](https://doi.org/10.1145/3404835.3462835)**Xinxiao Zhao, Zhiyong Cheng, Lei Zhu et al.*18 citations*
196. **[An Image is Worth a Thousand Terms? Analysis of Visual E-Commerce Search ↗](https://doi.org/10.1145/3404835.3462950)**Arnon Dagan, Ido Guy, Slava Novgorodov*17 citations*
197. **[Clustering-Based Online News Topic Detection and Tracking Through Hierarchical Bayesian Nonparametric Models ↗](https://doi.org/10.1145/3404835.3462982)**Wentao Fan, Zhiyan Guo, Nizar Bouguila et al.*17 citations*
198. **[Cross Interaction Network for Natural Language Guided Video Moment Retrieval ↗](https://doi.org/10.1145/3404835.3463021)**Xinli Yu, Mohsen Malmir, Xin He et al.*17 citations*
199. **[DCSpell: A Detector-Corrector Framework for Chinese Spelling Error Correction ↗](https://doi.org/10.1145/3404835.3463050)**Jing Li, Gaosheng Wu, Dafei Yin et al.*17 citations*
200. **[Deep User Match Network for Click-Through Rate Prediction ↗](https://doi.org/10.1145/3404835.3463078)**Zai Huang, Mingyuan Tao, Bufeng Zhang*17 citations*

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